MLOps: Model Rebuilding vs. Model Retraining | Tangent Works - Advanced Forecasting

Time for Time Series - 22 September 2022

MLOps: Model Rebuilding vs. Model Retraining

Model rebuilding takes a Model Zoo and creates completely new models to complement it, potentially adding to the Model Zoo and/or replacing models in the Model Zoo. Model retraining takes the models in the Model Zoo and updates only their coefficients, keeping the model structure intact.

A different nuance, but what should you use? Which situations warrant rebuilding and which situations warrant retraining? Find out during this Time for Time Series!




Time for Time Series dives into specific features and looks at general functionalities in TIM, as well as covering many topics related to time-series analysis. We welcome everyone, from managers to data scientists, to get to know TIM and to ask your questions to our experts during the live Q&A.

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